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Methods
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General
Attention
117 methods
18053 papers with code
Attention Mechanisms
79 methods
10011 papers with code
Stochastic Optimization
59 methods
11923 papers with code
Regularization
54 methods
26603 papers with code
Activation Functions
52 methods
24173 papers with code
See all 128 categories
Computer Vision
Convolutional Neural Networks
115 methods
4785 papers with code
Image Model Blocks
93 methods
5885 papers with code
Generative Models
92 methods
6570 papers with code
Object Detection Models
67 methods
1906 papers with code
Image Feature Extractors
60 methods
118 papers with code
See all 122 categories
Natural Language Processing
Language Models
110 methods
4620 papers with code
Transformers
87 methods
10470 papers with code
Word Embeddings
21 methods
752 papers with code
Attention Patterns
8 methods
594 papers with code
Sentence Embeddings
7 methods
54 papers with code
See all 48 categories
Reinforcement Learning
Policy Gradient Methods
24 methods
773 papers with code
Off-Policy TD Control
16 methods
1233 papers with code
Q-Learning Networks
10 methods
435 papers with code
Distributed Reinforcement Learning
7 methods
28 papers with code
Reinforcement Learning Frameworks
7 methods
18 papers with code
See all 28 categories
Audio
Generative Audio Models
17 methods
283 papers with code
Audio Model Blocks
12 methods
65 papers with code
Text-to-Speech Models
12 methods
105 papers with code
Speech Separation Models
5 methods
21 papers with code
Speech Recognition
4 methods
16 papers with code
See all 12 categories
Sequential
Recurrent Neural Networks
39 methods
4846 papers with code
Sequence To Sequence Models
21 methods
1167 papers with code
Temporal Convolutions
8 methods
191 papers with code
Time Series Analysis
8 methods
646 papers with code
Bidirectional Recurrent Neural Networks
6 methods
618 papers with code
See all 9 categories
Graphs
Graph Models
65 methods
1348 papers with code
Graph Embeddings
36 methods
570 papers with code
Graph Representation Learning
9 methods
2180 papers with code
Graph Data Augmentation
